WordPress Benchmark tests the speed of your WordPress server's CPU, network and database and shows you how you compare against everyone else.
Benchmark only runs when you choose to run it and will not consume any additional resources when you're not running it manually. The actual benchmark takes a few seconds and your visitors won't notice any difference.